2022
Autores
Vahid-Ghavidel M.; Javadi S.; Gough M.; Javadi M.S.; Santos S.F.; Shafie-Khah M.; Catalão J.P.S.;
Publicação
Technologies for Integrated Energy Systems and Networks
Abstract
Energy storage is an important element of an energy system. In the power system, energy storage can be defined as a component that can be employed to generate a form of energy or utilize previously stored energy at different locations or times when it is required. Energy storage can enhance the stability of the grid, increase the reliability and efficiency of integrated systems that include renewable energy resources, and can also reduce emissions. A diverse set of storage technologies are currently utilized for the energy storage systems (ESSs) in a varied set of projects. This chapter provides information about the current ESS projects around the world and emphasizes the leading countries that are developing the applications of ESSs. The main categories of ESSs are explained in this chapter as follows: electrochemical, electromechanical, electromagnetic, and thermal storage. Moreover, the energy storage technologies are utilized in power grids for various reasons such as electricity supply capacity, electric energy time-shifting, on-site power, electric supply reserve capacity, frequency regulation, voltage support, and electricity bill management. Additionally, by integrating the various energy forms and developing the concept of multi-energy systems, ESSs become a fundamental component for the efficient operation of multi-energy systems. The main role of ESSs in multi-energy systems is to compensate for the fluctuations in power output from renewable energy resources. Moreover, the performance of the multi-energy system increases when it got integrated with an ESS. In this chapter, the applied ESS technologies in the context of the multi-energy systems are presented and explained.
2022
Autores
Teixeira, AC; Morais, R; Sousa, JJ; Peres, E; Cunha, A;
Publicação
CENTERIS/ProjMAN/HCist
Abstract
Insect pests cause significant damage to agricultural production. Smart pest monitoring enables the automatic detection and identification of pests using artificial intelligence techniques. The automatic detection of pests is an important tool to help the farmer decide on the application of pesticides. Several studies were carried out to develop deep learning methods for detecting insect pests. However, it is still an open problem, as there are a scarcity and data features that do not allow the good performance of a deep learning method. Pest24 is a public dataset with great diversity and variability of insects, but it has a low detection rate. To improve detection performance in Pest24, this work proposes a method of automatic detection of insects using deep learning. Two experiments were carried out, applying the YOLOv5 with standard hyperparameters and the hyperparameter tuning obtained by the evolution algorithm. As a result, we obtained a performance superior to that reported in state of the art, with the YOLOv5 method with standard hyperparameters, with an mAP of 72.1%.
2022
Autores
Duc, AN; Khanna, D; Greer, D; Wang, X; Zaina, LM; Matturro, G; Melegati, J; Guerra, EM; Le, GH; Kettunen, P; Hyrynsalmi, S; Edison, H; Sales, A; Rutitis, D; Kemell, KK; Aldaeej, A; Mikkonen, T; Garbajosa, J; Abrahamsson, P;
Publicação
CoRR
Abstract
2022
Autores
Cunha, CR; Mendonça, V; Martins, M; Carneiro, M;
Publicação
International Conference on Tourism Research
Abstract
2022
Autores
Costa, R; Amorim, A; Bone, A; Filho, M; Lopo, F; Ngando, M; Garcia, PJV;
Publicação
GROUND-BASED AND AIRBORNE INSTRUMENTATION FOR ASTRONOMY IX
Abstract
This article presents the final design of the METIS/ELT warm support structure subsystem. It provides the mechanical interface between the cryostat and the Nasmyth platform, and it consists of three substructures: the elevation platform, the cryostat alignment structure, and the instrument access platform. The elevation platform is connected to the Nasmyth platform and holds the cryostat alignment platform, consisting of seven legs connected to three nodes. The cryostat alignment platform is a hexapod holding the cryostat, allowing maintenance, alignment, and positioning. The instrument access platform allows human access to the cryostat, it bears the cable support system and is prepared to support the future Single Laser Adaptive Optics system. The subsystem requirements, design trade-offs, interface considerations, and the substructures' final design and simulation results will be detailed as presented to the METIS Final Design Review in 2022.
2022
Autores
Silva, ME; Campos, P;
Publicação
Proceedings of the IASE 2021 Satellite Conference
Abstract
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